Uncertainty Modelling for Engineers
Uncertainty Modelling for Engineers
Introduction
Models of Uncertainty
Probabilistic models of uncertainty
Set-based models of uncertainty
Imprecise probabilistic models of uncertainty
Creating models in practice
Chapter summary
Machine Learning of Regression Models
Parametric regression models
Non-parametric models
Learning bounds on a model
Chapter summary
Reliability Analysis
Reliability analysis with random variables
Convex set models for reliability
Reliability analysis with probability boxes
Chapter summary
Conclusion
Bibliography
repository
open issue
Index
